How artificial intelligence will transform clinical care, research, and trials for inflammatory bowel disease

AL Silverman, D Shung, RW Stidham… - Clinical …, 2024 - Elsevier
Artificial intelligence (AI) refers to computer-based methodologies which use data to teach a
computer to solve pre-defined tasks; these methods can be applied to identify patterns in …

Different levels of healing in inflammatory bowel diseases: mucosal, histological, transmural, barrier and complete healing

MF Neurath, M Vieth - Gut, 2023 - gut.bmj.com
Mucosal healing on endoscopy has emerged as a key prognostic parameter in the
management of patients with IBD (Crohn's disease, ulcerative colitis/UC) and can predict …

An artificial intelligence‐driven scoring system to measure histological disease activity in ulcerative colitis

L Peyrin‐Biroulet, S Adsul, A Stancati… - United European …, 2024 - Wiley Online Library
ABSTRACT Background and Aims Assessment and scoring of histological images in
Ulcerative colitis (UC) is prone to inter‐and intra‐observer variability. This study aimed to …

Defining mucosal healing in randomized controlled trials of inflammatory bowel disease: A systematic review and future perspective

TL Parigi, V Solitano, A Armuzzi… - United European …, 2024 - Wiley Online Library
Background Mucosal healing (MH) is an established treatment goal in inflammatory bowel
disease (IBD). However, various definitions of MH exist. We aimed to identify how MH is …

Inflammatory bowel disease genomics, transcriptomics, proteomics and metagenomics meet artificial intelligence

AL Cannarozzi, A Latiano, L Massimino… - United European …, 2024 - Wiley Online Library
Various extrinsic and intrinsic factors such as drug exposures, antibiotic treatments,
smoking, lifestyle, genetics, immune responses, and the gut microbiome characterize …

Next-generation endoscopy in inflammatory bowel disease

I Zammarchi, G Santacroce, M Iacucci - Diagnostics, 2023 - mdpi.com
Endoscopic healing is recognized as a primary treatment goal in Inflammatory Bowel
Disease (IBD). However, endoscopic remission may not reflect histological remission, which …

A hybrid approach of vision transformers and CNNs for detection of ulcerative colitis

SA Shah, I Taj, SM Usman, SN Hassan Shah… - Scientific Reports, 2024 - nature.com
Abstract Ulcerative Colitis is an Inflammatory Bowel disease caused by a variety of factors
that lead to a serious impact on the quality of life of the patients if left untreated. Due to …

The evolving role of artificial intelligence in gastrointestinal histopathology: An update

DC Codipilly, S Faghani, C Hagan, J Lewis… - Clinical …, 2024 - Elsevier
Significant advances in artificial intelligence (AI) over the past decade potentially may lead
to dramatic effects on clinical practice. Digitized histology represents an area ripe for AI …

Real‐world use of endoscopic and histological indices in ulcerative colitis: Results of a global survey

OM Nardone, M Iacucci, V Villanacci… - United European …, 2023 - Wiley Online Library
Background Treatment targets of ulcerative colitis (UC) have evolved to include not only
endoscopic but also histologic remission. However, the concept of histological activity is still …

Artificial intelligence in endoscopy related to inflammatory bowel disease: A systematic review

P Pal, K Pooja, Z Nabi, R Gupta, M Tandan… - Indian Journal of …, 2024 - Springer
Abstract Background and Objectives In spite of rapid growth of artificial intelligence (AI) in
digestive endoscopy in lesion detection and characterization, the role of AI in inflammatory …